PhD in Frugal Distributed Training with Volatile Resources Inria Centre at Université Côte d’Azur in France

Inria is advertising a postdoctoral research visit in distributed machine learning at the network edge within the NEO and COATI teams at the Inria Centre at Université Côte d’Azur in Sophia Antipolis, France . The position is part of the EU-funded dAIEDGE network of excellence on distributed, trustworthy, efficient, and scalable AI at the edge. The research themes include distributed inference , online learning algorithms with regret guarantees , distributed/federated learning , and machine lear...

Inria is advertising a Post-Doctoral Research Visit in Topology Design for Decentralized Federated Learning within the NEO project-team and the broader FedMalin research initiative. The project sits at the intersection of computer science , mathematics , machine learning , optimization , network science , and privacy . The research focuses on designing communication topologies for decentralized / peer-to-peer federated learning, balancing convergence speed and communication cost, and studying bo...

Inria Bordeaux is recruiting for work on complex systems , causal structure inference , time series , stochastic processes , information theory , and nonlinear dynamics . The post highlights a research program on discovering structure in emergent phenomena, with applications ranging from bird flocking and galaxy formation to ecosystem carbon flux dynamics. The main opening described here is a Post-Doctoral Research Visit at the Inria Centre at the University of Bordeaux (Talence). The postdoc wi...

Canva is advertising a PhD Research Scientist Intern role in Sydney, Australia (hybrid). This is a full-time, 16-week AI Research Internship starting in September for current PhD students , ideally in their third year or later. The internship sits at the intersection of Computer Science , Statistics , and Mathematics , with a strong focus on generative AI , video generative models , model pruning , and complementary optimization methods such as DMD and LoRA-based methods . Interns will work dire...

Applications are invited for a full-time, 36-month PhD position in theoretical machine learning at École Normale Supérieure (ENS - PSL) in Paris, hosted by the Centre Sciences des Données (CSD) within the Département d’Informatique / DI-ENS. The project focuses on developing a new theoretical framework to understand feature learning and parameter dynamics in artificial neural networks. The research will draw on Riemannian geometry and information geometry to study learning regimes in deep neural...